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Explain this to me
Winrate shifts are differences in winrate compared to the item's winrate overall. Values are for when the item wasn't bought, early (Q1) and late (Q3) timings (higher is better). Winrate gradient per minute shows how winrate changes with every minute of the item's delayed purchase timing. Item timings values can be used to restore the normal distribution chart, where Q1, median and Q3 mean the first, second and third quantiles respectively.
Columns
| Total | Winrate shifts | Timings | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Item | Pickups | Pickup rate | Rank | Winrate | When picked | Early | Late | Gradient (%/min) | Mean | Min | Q1 | Median | Q3 | Max | Window | Std.Dev | |
 | Magic Stick | 18 | 81.82% | 100.0 | 72.22% | +47.22% | +27.78% | -47.22% | -17.72% | 03:39 | -01:29 | 01:36 | 02:23 | 05:50 | 12:51 | 04:14 | 03:08 |
 | Headdress | 15 | 68.18% | 98.1 | 73.33% | +30.47% | +1.67% | +1.67% | 0.00% | 13:47 | 06:33 | 08:56 | 13:56 | 15:39 | 26:34 | 06:43 | 04:58 |
 | Boots of Speed | 22 | 100.00% | 96.2 | 63.64% | +63.64% | -13.64% | -3.64% | 3.77% | 04:37 | 01:39 | 03:17 | 04:33 | 05:56 | 07:41 | 02:39 | 01:57 |
 | Magic Wand | 22 | 100.00% | 94.3 | 63.64% | +63.64% | -13.64% | +16.36% | 5.03% | 05:00 | -01:30 | 01:46 | 05:32 | 07:44 | 13:22 | 05:58 | 04:25 |
 | Sange | 6 | 27.27% | 92.5 | 83.33% | +27.08% | +16.67% | +16.67% | 0.00% | 36:34 | 26:58 | 33:23 | 38:20 | 39:42 | 41:48 | 06:19 | 04:40 |
 | Ring of Protection | 15 | 68.18% | 90.6 | 66.67% | +9.53% | +8.33% | +33.33% | 2.98% | 09:05 | 02:03 | 04:16 | 08:27 | 12:40 | 21:18 | 08:24 | 06:13 |
 | Buckler | 8 | 36.36% | 88.7 | 75.00% | +17.86% | -25.00% | +25.00% | 5.87% | 19:22 | 12:40 | 12:47 | 16:06 | 21:18 | 30:02 | 08:31 | 06:18 |
 | Pipe of Insight | 8 | 36.36% | 86.8 | 75.00% | +17.86% | -25.00% | +25.00% | 4.57% | 22:40 | 17:27 | 17:35 | 19:23 | 28:31 | 30:14 | 10:56 | 08:05 |
 | Wind Lace | 16 | 72.73% | 84.9 | 62.50% | -4.17% | +12.50% | -12.50% | -5.12% | 13:04 | 01:42 | 06:09 | 08:43 | 11:02 | 1:02:38 | 04:53 | 03:37 |
 | Force Staff | 12 | 54.55% | 83.0 | 66.67% | +6.67% | 0.00% | -33.34% | -6.85% | 23:20 | 17:44 | 20:18 | 21:50 | 25:10 | 33:04 | 04:52 | 03:36 |
 | Fluffy Hat | 14 | 63.64% | 81.1 | 64.29% | +1.79% | +35.71% | -30.96% | -9.28% | 18:18 | 08:27 | 15:39 | 17:36 | 22:50 | 26:40 | 07:11 | 05:19 |
 | Blink Dagger | 3 | 13.64% | 79.2 | 100.00% | +42.11% | 0.00% | 0.00% | 0.00% | 30:23 | 22:43 | 22:43 | 33:43 | 34:44 | 34:44 | 12:01 | 08:54 |
 | Chainmail | 15 | 68.18% | 77.4 | 60.00% | -11.43% | -10.00% | -35.00% | -15.00% | 11:36 | 07:38 | 09:58 | 11:16 | 11:38 | 21:25 | 01:40 | 01:14 |
 | Ring of Health | 11 | 50.00% | 75.5 | 63.64% | 0.00% | -30.31% | -30.31% | 0.00% | 19:13 | 06:06 | 13:43 | 16:35 | 24:11 | 32:03 | 10:28 | 07:45 |
 | Void Stone | 5 | 22.73% | 73.6 | 80.00% | +21.18% | -80.00% | +20.00% | 0.00% | 46:34 | 31:08 | 31:08 | 38:46 | 55:24 | 1:15:28 | 24:16 | 17:58 |
 | Heaven's Halberd | 5 | 22.73% | 71.7 | 80.00% | +21.18% | +20.00% | +20.00% | 0.00% | 42:14 | 39:12 | 39:12 | 39:47 | 45:01 | 47:43 | 05:49 | 04:18 |
 | Hood of Defiance | 5 | 22.73% | 69.8 | 80.00% | +21.18% | +20.00% | -80.00% | 0.00% | 19:36 | 12:22 | 12:22 | 22:05 | 24:15 | 25:02 | 11:53 | 08:48 |
 | Mekansm | 9 | 40.91% | 67.9 | 66.67% | +5.13% | +33.33% | -66.67% | -36.36% | 13:55 | 10:32 | 11:08 | 13:18 | 13:53 | 22:10 | 02:45 | 02:02 |
 | Guardian Greaves | 7 | 31.82% | 66.0 | 71.43% | +11.43% | +28.57% | +28.57% | 0.00% | 20:09 | 15:45 | 16:06 | 17:52 | 20:42 | 30:02 | 04:36 | 03:24 |
 | Tranquil Boots | 7 | 31.82% | 64.2 | 71.43% | +11.43% | +28.57% | -21.43% | -5.70% | 19:43 | 08:02 | 08:41 | 11:25 | 17:27 | 1:02:39 | 08:46 | 06:29 |
 | Aghanim's Shard | 8 | 36.36% | 62.3 | 62.50% | -1.79% | -12.50% | +37.50% | 9.12% | 26:34 | 20:19 | 22:39 | 25:43 | 28:08 | 32:54 | 05:29 | 04:03 |
 | Arcane Boots | 8 | 36.36% | 60.4 | 62.50% | -1.79% | -12.50% | +37.50% | 9.09% | 10:06 | 05:07 | 05:35 | 07:44 | 11:05 | 22:12 | 05:30 | 04:04 |
 | Wraith Band | 4 | 18.18% | 58.5 | 75.00% | +13.89% | +25.00% | -75.00% | 0.00% | 01:53 | 00:58 | 00:58 | 01:24 | 01:33 | 03:35 | 00:35 | 00:25 |
 | Urn of Shadows | 9 | 40.91% | 56.6 | 55.56% | -13.67% | +44.44% | -5.56% | -10.10% | 07:19 | 03:57 | 04:10 | 05:46 | 09:07 | 16:06 | 04:57 | 03:40 |
 | Lotus Orb | 2 | 9.09% | 54.7 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 36:42 | 34:38 | 34:38 | 38:46 | 38:46 | 38:46 | 04:08 | 03:03 |
 | Drum of Endurance | 2 | 9.09% | 52.8 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 41:16 | 19:53 | 19:53 | 1:02:39 | 1:02:39 | 1:02:39 | 42:46 | 31:40 |
 | Power Treads | 2 | 9.09% | 50.9 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 10:42 | 08:42 | 08:42 | 12:42 | 12:42 | 12:42 | 04:00 | 02:57 |
 | Glimmer Cape | 2 | 9.09% | 49.1 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 19:42 | 16:27 | 16:27 | 22:57 | 22:57 | 22:57 | 06:30 | 04:48 |
 | Aeon Disk | 2 | 9.09% | 47.2 | 100.00% | +40.00% | 0.00% | 0.00% | 0.00% | 41:36 | 40:05 | 40:05 | 43:07 | 43:07 | 43:07 | 03:02 | 02:14 |
 | Blight Stone | 8 | 36.36% | 45.3 | 50.00% | -21.43% | 0.00% | 0.00% | 0.00% | 14:05 | 08:59 | 09:44 | 11:09 | 12:16 | 32:30 | 02:32 | 01:52 |
 | Medallion of Courage | 8 | 36.36% | 43.4 | 50.00% | -21.43% | -50.00% | 0.00% | 16.67% | 15:22 | 09:44 | 11:41 | 13:08 | 14:41 | 32:30 | 03:00 | 02:13 |
 | Solar Crest | 8 | 36.36% | 41.5 | 50.00% | -21.43% | 0.00% | 0.00% | 0.00% | 17:27 | 11:55 | 14:00 | 14:41 | 17:44 | 32:30 | 03:44 | 02:45 |
 | Crown | 9 | 40.91% | 39.6 | 44.44% | -32.48% | -44.44% | +5.56% | 8.85% | 14:28 | 00:32 | 11:04 | 13:20 | 16:43 | 32:30 | 05:39 | 04:11 |
 | Aghanim's Scepter | 6 | 27.27% | 37.7 | 50.00% | -18.75% | 0.00% | +50.00% | 12.71% | 33:45 | 22:42 | 26:55 | 28:15 | 30:51 | 1:02:59 | 03:56 | 02:54 |
 | Spirit Vessel | 6 | 27.27% | 35.8 | 50.00% | -18.75% | 0.00% | -50.00% | -5.18% | 13:42 | 09:31 | 09:44 | 10:43 | 19:23 | 20:09 | 09:39 | 07:08 |
 | Black King Bar | 3 | 13.64% | 34.0 | 66.67% | +3.51% | -66.67% | 0.00% | 0.00% | 49:48 | 33:16 | 33:16 | 55:10 | 60:58 | 60:58 | 27:42 | 20:31 |
 | Ghost Scepter | 3 | 13.64% | 32.1 | 66.67% | +3.51% | +33.33% | 0.00% | 0.00% | 38:00 | 25:30 | 25:30 | 36:36 | 51:55 | 51:55 | 26:25 | 19:34 |
 | Crimson Guard | 1 | 4.55% | 30.2 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 20:57 | 00:00 | 00:00 |
 | Helm of Iron Will | 1 | 4.55% | 28.3 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 18:30 | 00:00 | 00:00 |
 | Boots of Bearing | 1 | 4.55% | 26.4 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 1:02:40 | 00:00 | 00:00 |
 | Ethereal Blade | 1 | 4.55% | 24.5 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 41:27 | 00:00 | 00:00 |
 | Scythe of Vyse | 1 | 4.55% | 22.6 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 55:24 | 55:24 | 55:24 | 55:24 | 55:24 | 55:24 | 00:00 | 00:00 |
 | Overwhelming Blink | 1 | 4.55% | 20.8 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 56:50 | 00:00 | 00:00 |
 | Kaya | 1 | 4.55% | 18.9 | 100.00% | 0.00% | 0.00% | 0.00% | 0.00% | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 41:01 | 00:00 | 00:00 |
 | Wraith Pact | 2 | 9.09% | 17.0 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 40:41 | 32:21 | 32:21 | 49:01 | 49:01 | 49:01 | 16:40 | 12:20 |
 | Vanguard | 2 | 9.09% | 15.1 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 12:34 | 08:30 | 08:30 | 16:37 | 16:37 | 16:37 | 08:07 | 06:00 |
 | Linken's Sphere | 2 | 9.09% | 13.2 | 50.00% | -15.00% | -50.00% | 0.00% | 0.00% | 60:32 | 45:36 | 45:36 | 1:15:28 | 1:15:28 | 1:15:28 | 29:52 | 22:07 |
 | Ring of Basilius | 2 | 9.09% | 11.3 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 30:37 | 28:50 | 28:50 | 32:23 | 32:23 | 32:23 | 03:33 | 02:37 |
 | Vladmir's Offering | 2 | 9.09% | 9.4 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 30:38 | 28:51 | 28:51 | 32:24 | 32:24 | 32:24 | 03:33 | 02:37 |
 | Boots of Travel | 2 | 9.09% | 7.5 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 32:23 | 22:27 | 22:27 | 42:19 | 42:19 | 42:19 | 19:52 | 14:42 |
 | Morbid Mask | 2 | 9.09% | 5.7 | 50.00% | -15.00% | +50.00% | 0.00% | 0.00% | 30:37 | 28:51 | 28:51 | 32:23 | 32:23 | 32:23 | 03:32 | 02:37 |
 | Rod of Atos | 1 | 4.55% | 3.8 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 11:52 | 00:00 | 00:00 |
 | Cornucopia | 1 | 4.55% | 1.9 | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 45:35 | 45:35 | 45:35 | 45:35 | 45:35 | 45:35 | 00:00 | 00:00 |